Graph-of-Thoughts in Finance: How LLMs Explain Liquidity Crises, Not Just Predict Them (with CODE)

NOTE: Please find the full working code available at: https://www.quantacosmos.com/2025/11/graph-of-thoughts-turning-liquidity.html Note: Please go through the following video Theory on GOT: https://youtu.be/SeSJoSI44mk?si=5CT-eiQyurTXXGG6 For Chain of thought - Please go through the following video: https://youtu.be/o6PChLotKfQ?si=1h5IWYupc3S_pViF For Tree of Thought please go through the following video: https://youtu.be/8g2QlxWuFr4?si=92C_ZqJX__Wky4Hz In this video, we explore a Graph-of-Thought (GoT) framework built specifically for financial liquidity risk analysis – where a Large Langua…